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FAKE NEWS DETECTOR

Fake news spreads like a wildfire and this is a big issue in this era. We can distinguish fake news from a real one with the help of Python.

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Built at Hack The Mountains 2.O

Created on 26th June 2021

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FAKE NEWS DETECTOR

Fake news spreads like a wildfire and this is a big issue in this era. We can distinguish fake news from a real one with the help of Python.

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The problem FAKE NEWS DETECTOR solves

Project idea – Fake news spreads like a wildfire and this is a big issue in this era. We can learn how to distinguish fake news from a real one. We can use supervised learning to implement a model like this.

Challenges we ran into

Running TfidfVectorizer and passive aggressive classifier algorithm created a problem but we fixed it by through with some optimizations.

Technologies used

Machine Learning

Python

Support Vector Machine (SVM)

Jupyter Notebook

Discussion

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